Fundamentals of Predictive Text Mining (Texts in Computer by Sholom M. Weiss,Nitin Indurkhya,Tong Zhang

By Sholom M. Weiss,Nitin Indurkhya,Tong Zhang

This winning textbook on predictive textual content mining bargains a unified standpoint on a speedily evolving box, integrating themes spanning the numerous disciplines of information technological know-how, desktop studying, databases, and computational linguistics. Serving additionally as a realistic consultant, this distinctive booklet offers necessary suggestion illustrated via examples and case experiences. This hugely expected moment version has been completely revised and improved with new fabric on deep studying, graph types, mining social media, error and pitfalls in enormous info overview, Twitter sentiment research, and dependency parsing dialogue. The absolutely up to date content material additionally positive aspects in-depth discussions on problems with record category, details retrieval, clustering and organizing records, details extraction, web-based data-sourcing, and prediction and review. good points: contains bankruptcy summaries and routines; explores the appliance of every process; offers a number of case experiences; comprises hyperlinks to loose text-mining software.

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